{"id":"W3082553983","doi":"10.1161/circoutcomes.120.006582","title":"Long-Term Bleeding Risk Prediction with Dual Antiplatelet Therapy After Acute Coronary Syndromes Treated Without Revascularization","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian VIGOUR Centre","funders":"","keywords":"Medicine; Revascularization; Cardiology; Internal medicine; Term (time); Myocardial infarction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008795453,0.0005092602,0.001416006,0.0001424812,0.0003265234,0.0001284115,0.00008354344,0.0002846781,0.00007859382],"category_scores_gemma":[0.00008231137,0.0004015471,0.001590022,0.0004598657,0.0002056967,0.000558688,0.0000456199,0.0003333285,0.0000174512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006882283,"about_ca_system_score_gemma":0.00007690429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003442579,"about_ca_topic_score_gemma":0.00000176856,"domain_scores_codex":[0.9963299,0.0005912236,0.000651053,0.0009077552,0.001132654,0.0003874041],"domain_scores_gemma":[0.9983724,0.000067855,0.0002095531,0.000715171,0.000249323,0.0003856873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001726692,0.00009313727,0.9553509,0.0002415463,0.02214745,0.0004728275,0.0004595952,0.0006099095,0.0002870819,0.00002131267,0.000005378418,0.0185842],"study_design_scores_gemma":[0.009791846,0.0002698086,0.9825488,0.0001302511,0.004866252,0.0007902537,0.00009492759,0.0004050379,0.0003431372,0.00001576728,0.0002668343,0.0004770664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651822,0.01234472,0.02015963,0.0003472739,0.00009660642,0.001337236,0.0001068168,0.0003791807,0.00004632291],"genre_scores_gemma":[0.9908801,0.007182764,0.00020655,0.0007540897,0.0002175109,0.00008459358,0.0005650774,0.0000848116,0.00002453555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02719795,"threshold_uncertainty_score":0.9998437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735576391688698,"score_gpt":0.2800130350031941,"score_spread":0.2426572710863071,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}